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Employing hybrid deep learning for near-real-time forecasts of sensor-based algal parameters in a Microcystis bloom-dominated lake 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 922, 页码: 14
作者:  Wang, Lan;  Shan, Kun;  Yi, Yang;  Yang, Hong;  Zhang, Yanyan;  Xie, Mingjiang;  Zhou, Qichao;  Shang, Mingsheng
收藏  |  浏览/下载：13/0  |  提交时间：2024/07/12
Cyanobacterial blooms  Real-time monitoring  Early warning  Deep -learning modelling  Time series decomposition  Interpretable framework  
Nutrient reduction mitigated the expansion of cyanobacterial blooms caused by climate change in Lake Taihu according to Bayesian network models 期刊论文
WATER RESEARCH, 2023, 卷号: 236, 页码: 10
作者:  Deng, Jianming;  Shan, Kun;  Shi, Kun;  Qian, Song S.;  Zhang, Yunlin;  Qin, Boqiang;  Zhu, Guangwei
收藏  |  浏览/下载：24/0  |  提交时间：2023/12/25
Global warming  Cyanobacterial blooms  Internal loading  Shallow lakes  Data-intensive statistical models  
Harmful Cyanobacterial Blooms: Biological Traits, Mechanisms, Risks, and Control Strategies 期刊论文
ANNUAL REVIEW OF ENVIRONMENT AND RESOURCES, 2023, 卷号: 48, 页码: 123-147
作者:  Song, Lirong;  Jia, Yunlu;  Qin, Boqiang;  Li, Renhui;  Carmichael, Wayne W.;  Gan, Nanqin;  Xu, Hai;  Shan, Kun;  Sukenik, Assaf
收藏  |  浏览/下载：20/0  |  提交时间：2024/01/17
harmful cyanobacterial blooms  climate change  eutrophication  cyanotoxins  freshwaters  
Water depth and land-use intensity indirectly determine phytoplankton functional diversity and further regulate resource use efficiency at a multi-lake scale 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 卷号: 834, 页码: 13
作者:  Zhou, Qichao;  Zhang, Yun;  Tao, Juan;  Ye, Lin;  Wang, Haijun;  Shan, Kun;  Jeppesen, Erik;  Song, Lirong
收藏  |  浏览/下载：58/0  |  提交时间：2022/10/14
Phytoplankton  Biodiversity-ecosystem functioning (BEF)  Lake depth  Land use  Total phosphorus  Bayesian network  
Environmental factors associated with cyanobacterial assemblages in a mesotrophic subtropical plateau lake: A focus on bloom toxicity 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 777, 页码: 13
作者:  Hu, Lili;  Shan, Kun;  Huang, Licheng;  Li, Yuanrui;  Zhao, Lei;  Zhou, Qichao;  Song, Lirong
收藏  |  浏览/下载：134/0  |  提交时间：2021/08/20
Microcystin  Microcystis  Pseudanabaena  Dolichospermum  Erhai Lake  
Use statistical machine learning to detect nutrient thresholds in Microcystis blooms and microcystin management 期刊论文
HARMFUL ALGAE, 2020, 卷号: 94, 页码: 10
作者:  Shan, Kun;  Wang, Xiaoxiao;  Yang, Hong;  Zhou, Botian;  Song, Lirong;  Shang, Mingsheng
收藏  |  浏览/下载：169/0  |  提交时间：2020/08/24
Bayesian modelling  Eutrophication  Nutrient thresholds  Cyanobacterial blooms  Microcystis  Microcystin  
Analysis of environmental drivers influencing interspecific variations and associations among bloom-forming cyanobacteria in large, shallow eutrophic lakes 期刊论文
HARMFUL ALGAE, 2019, 卷号: 84, 页码: 84-94
作者:  Shan, Kun;  Song, Lirong;  Chen, Wei;  Li, Lin;  Liu, Liming;  Wu, Yanlong;  Jia, Yunlu;  Zhou, Qichao;  Peng, Liang
收藏  |  浏览/下载：196/0  |  提交时间：2019/12/03
Cyanobacterial blooms  Microcystis  Dolichospermum  Aphanizomenon  Eutrophication  Lake Taihu  Lake Chaohu  Lake Dianchi  
Application of Bayesian network including Microcystis morphospecies for microcystin risk assessment in three cyanobacterial bloom-plagued lakes, China 期刊论文
HARMFUL ALGAE, 2019, 卷号: 83, 页码: 14-24
作者:  Shan, Kun;  Shang, Mingsheng;  Zhou, Botian;  Li, Lin;  Wang, Xiaoxiao;  Yang, Hong;  Song, Lirong
收藏  |  浏览/下载：210/0  |  提交时间：2019/12/03
Bayesian network  Cyanobacterial blooms  Microcystis  Eutrophication  Microcystin  Climate warming  Lake Taihu  Lake Chaohu  Lake Dianchi  
Assessment of different mcy genes for detecting the toxic to non-toxic Microcystis ratio in the field by multiplex qPCR 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2018, 卷号: 36, 期号: 4, 页码: 1132-1144
作者:  Zuo Jun;  Chen Liting;  Shan Kun;  Hu Lili;  Song Lirong;  Gan Nanqin
Adobe PDF(552Kb)  |  收藏  |  浏览/下载：203/0  |  提交时间：2018/09/25
Microcystis Bloom  Toxic Microcystis  Multiplex Qpcr  Mcya  Mcyb  Mcyd  Mcye  Pca  
Distinguishing two phenotypes of blooms using the normalised difference peak-valley index (NDPI) and Cyano-Chlorophyta index (CCI) 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 628-629, 页码: 848-857
作者:  Zhou, Botian;  Shang, Mingsheng;  Wang, Guoyin;  Zhang, Sheng;  Feng, Li;  Liu, Xiangnan;  Wu, Ling;  Shan, Kun
Adobe PDF(4522Kb)  |  收藏  |  浏览/下载：267/0  |  提交时间：2018/07/26
Remote Sensing  Cyanobacteria  Green Algae  Normalised Difference Peak-valley Index  Cyano-chlorophyta Index  Three Gorges Reservoir